Interview as a Service for AI, ML, and Data Science Roles
Expert-led candidate evaluations — without pulling your engineers off real work.
What this service is
A straightforward technical interview service for AI, machine learning, data science, and related roles. We conduct a live candidate interview on your behalf, evaluate technical depth and practical judgment, and deliver a structured scorecard with a clear hiring recommendation. Designed for companies that need stronger technical signal without overloading internal teams.
What you receive
- Live technical interview conducted on your behalf (video call)
- Role-specific questions aligned to the position requirements
- Structured scorecard with clear evaluation across key competencies
- Hire / No-hire recommendation with supporting rationale
- Delivery within agreed turnaround window
How it works
Role brief
You share the role description, seniority level, and what matters most for this hire.
Interview
We conduct the live technical evaluation via video call — questions calibrated to the role and level.
Scorecard
You receive a structured scorecard covering technical depth, practical judgment, and role fit.
Who this is for
- Hiring managers who need independent technical evaluation
- Companies without deep AI/ML/DS interview expertise in-house
- Teams conducting too many interviews to maintain quality
- Organizations that want a neutral, structured evaluation for high-stakes roles
Roles we cover
This service covers AI, ML, and data science roles — each evaluated against domain-specific criteria, not a generic technical checklist.
AI Engineer Interviews
Expert evaluation for candidates building LLM-powered products, RAG systems, and AI-native applications
ML Engineer Interviews
Rigorous evaluation for candidates who build, train, and ship machine learning systems
Data Scientist Interviews
Structured evaluation for candidates who turn data into decisions and statistical rigor into business outcomes
Related services
Monthly Retainer — End Clients
Consistent technical evaluation capacity for teams hiring AI, ML, and data talent at volume.
ProductizedCustom Interview Design & Scorecard Development
Purpose-built interview frameworks and scorecards for the exact role you are hiring.
Add-onWritten Candidate Debriefs
Clear post-interview write-ups that make hiring decisions faster and more confident.
Ready to hire with more confidence?
Get a structured technical evaluation delivered by a practitioner who knows the domain — not a generic screener.